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合肥物质科学研究院 [2]
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期刊论文 [7]
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2020 [7]
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A long short-term memory neural network model for knee joint acceleration estimation using mechanomyography signals
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 卷号: 17
作者:
Xie, Chenlei
;
Wang, Daqing
;
Wu, Haifeng
;
Gao, Lifu
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/12/28
Knee joint
MMG
PCA
LSTM
acceleration estimation
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 8, 页码: 6979-6992
作者:
Zhang, Yingwei
;
Chen, Yiqiang
;
Yu, Hanchao
;
Yang, Xiaodong
;
Lu, Wang
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  |  
浏览/下载:18/0
  |  
提交时间:2020/12/10
Electrodes
Gesture recognition
Muscles
Electromyography
Internet of Things
Empirical mode decomposition
Convolutional recurrent neural network (CRNN)
gesture recognition
multivariate empirical mode decomposition (MEMD)
surface electromyography (sEMG)
Quantitative Assessment of Upper-Limb Motor Function for Post-Stroke Rehabilitation Based on Motor Synergy Analysis and Multi-Modality Fusion
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 943-952
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
;
Li, Jingyue
;
Zhang, Tong
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  |  
浏览/下载:29/0
  |  
提交时间:2020/06/22
Post-stroke hemiparesis
upper limb functional assessment
motor synergies
multi-modality fusion
motion capture technology
electromyography (EMG)
Hand Gesture Recognition Using Compact CNN via Surface Electromyography Signals
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 3, 页码: 15
作者:
Chen, Lin
;
Fu, Jianting
;
Wu, Yuheng
;
Li, Haochen
;
Zheng, Bin
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  |  
浏览/下载:8/0
  |  
提交时间:2020/02/18
surface electromyography (sEMG)
convolution neural networks (CNNs)
hand gesture recognition
Strain-Insensitive Elastic Surface Electromyographic (sEMG) Electrode for Efficient Recognition of Exercise Intensities
期刊论文
MICROMACHINES, 2020, 卷号: 11, 期号: 3
作者:
Tang, Daxiu
;
Yu, Zhe
;
He, Yong
;
Asghar, Waqas
;
Zheng, Ya-Nan
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  |  
浏览/下载:21/0
  |  
提交时间:2020/12/16
DRY ELECTRODES
CONDUCTIVE ELASTOMER
SENSORS
SOFT
Recognition of Muscle Fatigue Status Based on Improved Wavelet Threshold and CNN-SVM
期刊论文
IEEE ACCESS, 2020, 卷号: 8
作者:
Wang, Junhong
;
Sun, Yining
;
Sun, Shaoming
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  |  
浏览/下载:8/0
  |  
提交时间:2020/12/28
Muscles
Fatigue
Feature extraction
Wavelet analysis
Support vector machines
Noise reduction
Training
Convolutional neural network-support vector machine (CNN-SVM)
muscle fatigue
sEMG
wavelet threshold
A temporally smoothed MLP regression scheme for continuous knee/ankle angles estimation by using multi-channel sEMG
期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 47433-47444
作者:
Li ZY(李自由)
;
Zhang DH(张道辉)
;
Zhao XG(赵新刚)
;
Wang FY(王丰焱)
;
Zhang B(张弼)
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  |  
浏览/下载:2/0
  |  
提交时间:2020/04/11
Continuous joint estimation, surface electromyography (sEMG)
multilayer perceptron (MLP)
temporally smoothed techniques
human-robot interaction (HRI)
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